Pandas Profiling Report

Dataset statistics

Number of variables	17
Number of observations	193
Missing cells	538
Missing cells (%)	16.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	25.8 KiB
Average record size in memory	136.7 B

Variable types

Numeric	5
Text	7
Categorical	4
Unsupported	1

Alerts

`airdate` has constant value ""	Constant
`id` is highly overall correlated with `id_embedded`	High correlation
`id_embedded` is highly overall correlated with `id` and 1 other fields	High correlation
`season` is highly overall correlated with `id_embedded`	High correlation
`number` is highly overall correlated with `type` and 2 other fields	High correlation
`type` is highly overall correlated with `number`	High correlation
`airtime` is highly overall correlated with `number` and 1 other fields	High correlation
`airstamp` is highly overall correlated with `number` and 1 other fields	High correlation
`type` is highly imbalanced (89.8%)	Imbalance
`airtime` is highly imbalanced (62.4%)	Imbalance
`number` has 4 (2.1%) missing values	Missing
`runtime` has 9 (4.7%) missing values	Missing
`rating_average` has 193 (100.0%) missing values	Missing
`medium` has 112 (58.0%) missing values	Missing
`original` has 112 (58.0%) missing values	Missing
`summary` has 108 (56.0%) missing values	Missing
`id` has unique values	Unique
`url` has unique values	Unique
`_links_self` has unique values	Unique
`rating_average` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2023-08-05 19:10:04.727006
Analysis finished	2023-08-05 19:10:08.471837
Duration	3.74 seconds
Software version	ydata-profiling vv4.4.0
Download configuration	config.json

id
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	193
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2456876.3

Minimum	2310624
Maximum	2603383
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	2310624
5-th percentile	2407722.4
Q1	2434934
median	2445072
Q3	2463126
95-th percentile	2597928.4
Maximum	2603383
Range	292759
Interquartile range (IQR)	28192

Descriptive statistics

Standard deviation	48347.27
Coefficient of variation (CV)	0.01967835
Kurtosis	3.0669237
Mean	2456876.3
Median Absolute Deviation (MAD)	12944
Skewness	1.4739311
Sum	4.7417712 × 10⁸
Variance	2.3374586 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2401586	1	0.5%
2445183	1	0.5%
2444867	1	0.5%
2444869	1	0.5%
2444871	1	0.5%
2455611	1	0.5%
2445181	1	0.5%
2432142	1	0.5%
2432143	1	0.5%
2443161	1	0.5%
Other values (183)	183	94.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2310624	1	0.5%
2327474	1	0.5%
2393540	1	0.5%
2395104	1	0.5%
2397086	1	0.5%
2397825	1	0.5%
2399221	1	0.5%
2401160	1	0.5%
2401586	1	0.5%
2403499	1	0.5%

Value	Count	Frequency (%)
2603383	1	0.5%
2597937	1	0.5%
2597936	1	0.5%
2597935	1	0.5%
2597934	1	0.5%
2597933	1	0.5%
2597932	1	0.5%
2597931	1	0.5%
2597930	1	0.5%
2597929	1	0.5%

id_embedded
Real number (ℝ)

HIGH CORRELATION

Distinct	117
Distinct (%)	60.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56436.596

Minimum	81
Maximum	69922
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	81
5-th percentile	13576.8
Q1	54125
median	64528
Q3	66103
95-th percentile	69511.6
Maximum	69922
Range	69841
Interquartile range (IQR)	11978

Descriptive statistics

Standard deviation	16570.64
Coefficient of variation (CV)	0.29361515
Kurtosis	2.8224512
Mean	56436.596
Median Absolute Deviation (MAD)	2340
Skewness	-1.9020357
Sum	10892263
Variance	2.745861 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66315	16	8.3%
69922	10	5.2%
64539	8	4.1%
65300	6	3.1%
67883	5	2.6%
65712	5	2.6%
66103	4	2.1%
5493	4	2.1%
65854	4	2.1%
46668	3	1.6%
Other values (107)	128	66.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
81	1	0.5%
4175	1	0.5%
5493	4	2.1%
6220	1	0.5%
7847	1	0.5%
9538	1	0.5%
13215	1	0.5%
13818	2	1.0%
16753	1	0.5%
17046	1	0.5%

Value	Count	Frequency (%)
69922	10	5.2%
69238	2	1.0%
68784	1	0.5%
68639	1	0.5%
68144	1	0.5%
67907	1	0.5%
67883	5	2.6%
67684	2	1.0%
67082	1	0.5%
66315	16	8.3%

url
Text

UNIQUE

Distinct	193
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Length

Max length	131
Median length	93
Mean length	76.082902
Min length	56

Characters and Unicode

Total characters	14684
Distinct characters	40
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	193 ?
Unique (%)	100.0%

Sample

1st row	https://www.tvmaze.com/episodes/2401586/po-sezonu-videodajdzest-seasonvar-8x49-vypusk-407
2nd row	https://www.tvmaze.com/episodes/2450909/hocu-vse-znat-2x89-seria-89
3rd row	https://www.tvmaze.com/episodes/2450910/hocu-vse-znat-2x90-seria-90
4th row	https://www.tvmaze.com/episodes/2438118/restoran-po-ponatiam-2x09-seria-19
5th row	https://www.tvmaze.com/episodes/2438119/restoran-po-ponatiam-2x10-seria-20

Value	Count	Frequency (%)
https://www.tvmaze.com/episodes/2401586/po-sezonu-videodajdzest-seasonvar-8x49-vypusk-407	1	0.5%
https://www.tvmaze.com/episodes/2450909/hocu-vse-znat-2x89-seria-89	1	0.5%
https://www.tvmaze.com/episodes/2445343/akter-1x02-seria-2	1	0.5%
https://www.tvmaze.com/episodes/2450910/hocu-vse-znat-2x90-seria-90	1	0.5%
https://www.tvmaze.com/episodes/2438118/restoran-po-ponatiam-2x09-seria-19	1	0.5%
https://www.tvmaze.com/episodes/2438119/restoran-po-ponatiam-2x10-seria-20	1	0.5%
https://www.tvmaze.com/episodes/2417696/alisa-ne-mozet-zdat-s01-special-film-o-filme	1	0.5%
https://www.tvmaze.com/episodes/2401160/konec-sveta-1x08-bal-satany	1	0.5%
https://www.tvmaze.com/episodes/2424820/s-nula-1x05-seria-05	1	0.5%
https://www.tvmaze.com/episodes/2417609/kungur-1x09-9-seria	1	0.5%
Other values (183)	183	94.8%

Most occurring characters

Value	Count	Frequency (%)
e	1222	8.3%
-	1056	7.2%
s	988	6.7%
/	965	6.6%
t	850	5.8%
o	759	5.2%
w	641	4.4%
a	597	4.1%
i	571	3.9%
p	535	3.6%
Other values (30)	6500	44.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9926	67.6%
Decimal Number	2158	14.7%
Other Punctuation	1544	10.5%
Dash Punctuation	1056	7.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1222	12.3%
s	988	10.0%
t	850	8.6%
o	759	7.6%
w	641	6.5%
a	597	6.0%
i	571	5.8%
p	535	5.4%
m	511	5.1%
d	409	4.1%
Other values (16)	2843	28.6%

Decimal Number

Value	Count	Frequency (%)
2	379	17.6%
1	371	17.2%
4	338	15.7%
0	235	10.9%
3	205	9.5%
5	177	8.2%
9	137	6.3%
6	129	6.0%
8	112	5.2%
7	75	3.5%

Other Punctuation

Value	Count	Frequency (%)
/	965	62.5%
.	386	25.0%
:	193	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	1056	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9926	67.6%
Common	4758	32.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1222	12.3%
s	988	10.0%
t	850	8.6%
o	759	7.6%
w	641	6.5%
a	597	6.0%
i	571	5.8%
p	535	5.4%
m	511	5.1%
d	409	4.1%
Other values (16)	2843	28.6%

Common

Value	Count	Frequency (%)
-	1056	22.2%
/	965	20.3%
.	386	8.1%
2	379	8.0%
1	371	7.8%
4	338	7.1%
0	235	4.9%
3	205	4.3%
:	193	4.1%
5	177	3.7%
Other values (4)	453	9.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14684	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1222	8.3%
-	1056	7.2%
s	988	6.7%
/	965	6.6%
t	850	5.8%
o	759	5.2%
w	641	4.4%
a	597	4.1%
i	571	3.9%
p	535	3.6%
Other values (30)	6500	44.3%

name
Text

Distinct	168
Distinct (%)	87.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Length

Max length	80
Median length	48
Mean length	14.274611
Min length	3

Characters and Unicode

Total characters	2755
Distinct characters	134
Distinct categories	10 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	152 ?
Unique (%)	78.8%

Sample

1st row	Выпуск 407
2nd row	Серия 89
3rd row	Серия 90
4th row	Серия 19
5th row	Серия 20

Value	Count	Frequency (%)
episode	45	8.8%
серия	27	5.3%
the	15	2.9%
2	8	1.6%
3	8	1.6%
8	7	1.4%
1	7	1.4%
4	7	1.4%
выпуск	5	1.0%
9	5	1.0%
Other values (328)	380	73.9%

Most occurring characters

Value	Count	Frequency (%)
	321	11.7%
e	217	7.9%
i	154	5.6%
o	134	4.9%
s	129	4.7%
a	110	4.0%
n	99	3.6%
t	95	3.4%
d	86	3.1%
r	83	3.0%
Other values (124)	1327	48.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1787	64.9%
Uppercase Letter	423	15.4%
Space Separator	321	11.7%
Decimal Number	164	6.0%
Other Punctuation	30	1.1%
Other Letter	17	0.6%
Dash Punctuation	10	0.4%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%
Other Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	217	12.1%
i	154	8.6%
o	134	7.5%
s	129	7.2%
a	110	6.2%
n	99	5.5%
t	95	5.3%
d	86	4.8%
r	83	4.6%
p	66	3.7%
Other values (50)	614	34.4%

Uppercase Letter

Value	Count	Frequency (%)
E	77	18.2%
С	28	6.6%
T	23	5.4%
D	23	5.4%
S	21	5.0%
L	18	4.3%
N	17	4.0%
R	17	4.0%
A	17	4.0%
P	16	3.8%
Other values (31)	166	39.2%

Decimal Number

Value	Count	Frequency (%)
1	41	25.0%
2	27	16.5%
3	20	12.2%
8	15	9.1%
4	15	9.1%
0	12	7.3%
5	11	6.7%
9	10	6.1%
6	9	5.5%
7	4	2.4%

Other Letter

Value	Count	Frequency (%)
ي	3	17.6%
ب	3	17.6%
ا	3	17.6%
ل	3	17.6%
ر	1	5.9%
ن	1	5.9%
ح	1	5.9%
ق	1	5.9%
ة	1	5.9%

Other Punctuation

Value	Count	Frequency (%)
.	9	30.0%
"	6	20.0%
!	4	13.3%
:	4	13.3%
'	3	10.0%
,	2	6.7%
/	1	3.3%
?	1	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	9	90.0%
—	1	10.0%

Space Separator

Value	Count	Frequency (%)
	321	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Other Symbol

Value	Count	Frequency (%)
№	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1871	67.9%
Common	528	19.2%
Cyrillic	339	12.3%
Arabic	17	0.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	217	11.6%
i	154	8.2%
o	134	7.2%
s	129	6.9%
a	110	5.9%
n	99	5.3%
t	95	5.1%
d	86	4.6%
r	83	4.4%
E	77	4.1%
Other values (49)	687	36.7%

Cyrillic

Value	Count	Frequency (%)
и	41	12.1%
е	37	10.9%
р	34	10.0%
я	30	8.8%
С	28	8.3%
а	16	4.7%
о	14	4.1%
к	13	3.8%
с	11	3.2%
т	9	2.7%
Other values (32)	106	31.3%

Common

Value	Count	Frequency (%)
	321	60.8%
1	41	7.8%
2	27	5.1%
3	20	3.8%
8	15	2.8%
4	15	2.8%
0	12	2.3%
5	11	2.1%
9	10	1.9%
-	9	1.7%
Other values (14)	47	8.9%

Arabic

Value	Count	Frequency (%)
ي	3	17.6%
ب	3	17.6%
ا	3	17.6%
ل	3	17.6%
ر	1	5.9%
ن	1	5.9%
ح	1	5.9%
ق	1	5.9%
ة	1	5.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2382	86.5%
Cyrillic	339	12.3%
Arabic	17	0.6%
None	15	0.5%
Letterlike Symbols	1	< 0.1%
Punctuation	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	321	13.5%
e	217	9.1%
i	154	6.5%
o	134	5.6%
s	129	5.4%
a	110	4.6%
n	99	4.2%
t	95	4.0%
d	86	3.6%
r	83	3.5%
Other values (61)	954	40.1%

Cyrillic

Value	Count	Frequency (%)
и	41	12.1%
е	37	10.9%
р	34	10.0%
я	30	8.8%
С	28	8.3%
а	16	4.7%
о	14	4.1%
к	13	3.8%
с	11	3.2%
т	9	2.7%
Other values (32)	106	31.3%

None

Value	Count	Frequency (%)
è	3	20.0%
é	3	20.0%
ó	2	13.3%
À	1	6.7%
â	1	6.7%
ü	1	6.7%
ö	1	6.7%
å	1	6.7%
ä	1	6.7%
ú	1	6.7%

Arabic

Value	Count	Frequency (%)
ي	3	17.6%
ب	3	17.6%
ا	3	17.6%
ل	3	17.6%
ر	1	5.9%
ن	1	5.9%
ح	1	5.9%
ق	1	5.9%
ة	1	5.9%

Letterlike Symbols

Value	Count	Frequency (%)
№	1	100.0%

Punctuation

Value	Count	Frequency (%)
—	1	100.0%

season
Real number (ℝ)

HIGH CORRELATION

Distinct	20
Distinct (%)	10.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	86.569948

Minimum	1
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	25
Maximum	2022
Range	2021
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	403.54788
Coefficient of variation (CV)	4.6615239
Kurtosis	19.699657
Mean	86.569948
Median Absolute Deviation (MAD)	0
Skewness	4.6359578
Sum	16708
Variance	162850.89
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
1	124	64.2%
3	15	7.8%
2	14	7.3%
2022	8	4.1%
5	8	4.1%
4	5	2.6%
8	2	1.0%
11	2	1.0%
6	2	1.0%
9	2	1.0%
Other values (10)	11	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	124	64.2%
2	14	7.3%
3	15	7.8%
4	5	2.6%
5	8	4.1%
6	2	1.0%
7	1	0.5%
8	2	1.0%
9	2	1.0%
10	1	0.5%

Value	Count	Frequency (%)
2022	8	4.1%
39	1	0.5%
28	1	0.5%
23	1	0.5%
22	1	0.5%
19	1	0.5%
17	1	0.5%
16	1	0.5%
13	2	1.0%
11	2	1.0%

number
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	46
Distinct (%)	24.3%
Missing	4
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	19.687831

Minimum	1
Maximum	267
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	8
Q3	14
95-th percentile	89.6
Maximum	267
Range	266
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	38.905818
Coefficient of variation (CV)	1.9761353
Kurtosis	20.00461
Mean	19.687831
Median Absolute Deviation (MAD)	5
Skewness	4.1706522
Sum	3721
Variance	1513.6627
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
2	18	9.3%
4	15	7.8%
1	15	7.8%
3	15	7.8%
8	14	7.3%
9	11	5.7%
5	11	5.7%
12	10	5.2%
6	8	4.1%
7	7	3.6%
Other values (36)	65	33.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	15	7.8%
2	18	9.3%
3	15	7.8%
4	15	7.8%
5	11	5.7%
6	8	4.1%
7	7	3.6%
8	14	7.3%
9	11	5.7%
10	5	2.6%

Value	Count	Frequency (%)
267	1	0.5%
245	1	0.5%
240	1	0.5%
154	1	0.5%
140	1	0.5%
126	1	0.5%
125	1	0.5%
98	1	0.5%
90	2	1.0%
89	1	0.5%

type
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

regular	189
insignificant_special	3
significant_special	1

Length

Max length	21
Median length	7
Mean length	7.2797927
Min length	7

Characters and Unicode

Total characters	1405
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.5%

Sample

1st row	regular
2nd row	regular
3rd row	regular
4th row	regular
5th row	regular

Common Values

Value	Count	Frequency (%)
regular	189	97.9%
insignificant_special	3	1.6%
significant_special	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
regular	189	97.9%
insignificant_special	3	1.6%
significant_special	1	0.5%

Most occurring characters

Value	Count	Frequency (%)
r	378	26.9%
a	197	14.0%
e	193	13.7%
g	193	13.7%
l	193	13.7%
u	189	13.5%
i	19	1.4%
n	11	0.8%
s	8	0.6%
c	8	0.6%
Other values (4)	16	1.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1401	99.7%
Connector Punctuation	4	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	378	27.0%
a	197	14.1%
e	193	13.8%
g	193	13.8%
l	193	13.8%
u	189	13.5%
i	19	1.4%
n	11	0.8%
s	8	0.6%
c	8	0.6%
Other values (3)	12	0.9%

Connector Punctuation

Value	Count	Frequency (%)
_	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1401	99.7%
Common	4	0.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	378	27.0%
a	197	14.1%
e	193	13.8%
g	193	13.8%
l	193	13.8%
u	189	13.5%
i	19	1.4%
n	11	0.8%
s	8	0.6%
c	8	0.6%
Other values (3)	12	0.9%

Common

Value	Count	Frequency (%)
_	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1405	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	378	26.9%
a	197	14.0%
e	193	13.7%
g	193	13.7%
l	193	13.7%
u	189	13.5%
i	19	1.4%
n	11	0.8%
s	8	0.6%
c	8	0.6%
Other values (4)	16	1.1%

airdate
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

2022-12-08	193

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	1930
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022-12-08
2nd row	2022-12-08
3rd row	2022-12-08
4th row	2022-12-08
5th row	2022-12-08

Common Values

Value	Count	Frequency (%)
2022-12-08	193	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022-12-08	193	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	772	40.0%
0	386	20.0%
-	386	20.0%
1	193	10.0%
8	193	10.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1544	80.0%
Dash Punctuation	386	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	772	50.0%
0	386	25.0%
1	193	12.5%
8	193	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	386	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1930	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	772	40.0%
0	386	20.0%
-	386	20.0%
1	193	10.0%
8	193	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1930	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	772	40.0%
0	386	20.0%
-	386	20.0%
1	193	10.0%
8	193	10.0%

airtime
Categorical

HIGH CORRELATION IMBALANCE

Distinct	18
Distinct (%)	9.3%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

	148
12:00	16
11:30	4
21:00	4
10:00	3
Other values (13)	18

Length

Max length	5
Median length	0
Mean length	1.1658031
Min length	0

Characters and Unicode

Total characters	225
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	4.7%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	148	76.7%
12:00	16	8.3%
11:30	4	2.1%
21:00	4	2.1%
10:00	3	1.6%
22:00	3	1.6%
00:00	2	1.0%
18:00	2	1.0%
17:35	2	1.0%
06:00	1	0.5%
Other values (8)	8	4.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
12:00	16	35.6%
21:00	4	8.9%
11:30	4	8.9%
10:00	3	6.7%
22:00	3	6.7%
00:00	2	4.4%
18:00	2	4.4%
17:35	2	4.4%
20:20	1	2.2%
07:00	1	2.2%
Other values (7)	7	15.6%

Most occurring characters

Value	Count	Frequency (%)
0	87	38.7%
:	45	20.0%
1	41	18.2%
2	30	13.3%
3	8	3.6%
5	4	1.8%
9	4	1.8%
7	3	1.3%
8	2	0.9%
6	1	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	180	80.0%
Other Punctuation	45	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	87	48.3%
1	41	22.8%
2	30	16.7%
3	8	4.4%
5	4	2.2%
9	4	2.2%
7	3	1.7%
8	2	1.1%
6	1	0.6%

Other Punctuation

Value	Count	Frequency (%)
:	45	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	225	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	87	38.7%
:	45	20.0%
1	41	18.2%
2	30	13.3%
3	8	3.6%
5	4	1.8%
9	4	1.8%
7	3	1.3%
8	2	0.9%
6	1	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	225	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	87	38.7%
:	45	20.0%
1	41	18.2%
2	30	13.3%
3	8	3.6%
5	4	1.8%
9	4	1.8%
7	3	1.3%
8	2	0.9%
6	1	0.4%

airstamp
Categorical

HIGH CORRELATION

Distinct	24
Distinct (%)	12.4%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

2022-12-08T12:00:00+00:00	85
2022-12-08T17:00:00+00:00	22
2022-12-08T11:00:00+00:00	19
2022-12-08T00:00:00+00:00	16
2022-12-08T04:00:00+00:00	14
Other values (19)	37

Length

Max length	25
Median length	25
Mean length	25
Min length	25

Characters and Unicode

Total characters	4825
Distinct characters	14
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	5.7%

Sample

1st row	2022-12-08T00:00:00+00:00
2nd row	2022-12-08T00:00:00+00:00
3rd row	2022-12-08T00:00:00+00:00
4th row	2022-12-08T00:00:00+00:00
5th row	2022-12-08T00:00:00+00:00

Common Values

Value	Count	Frequency (%)
2022-12-08T12:00:00+00:00	85	44.0%
2022-12-08T17:00:00+00:00	22	11.4%
2022-12-08T11:00:00+00:00	19	9.8%
2022-12-08T00:00:00+00:00	16	8.3%
2022-12-08T04:00:00+00:00	14	7.3%
2022-12-08T16:00:00+00:00	5	2.6%
2022-12-08T03:00:00+00:00	5	2.6%
2022-12-08T03:30:00+00:00	4	2.1%
2022-12-08T10:00:00+00:00	3	1.6%
2022-12-08T02:00:00+00:00	3	1.6%
Other values (14)	17	8.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2022-12-08t12:00:00+00:00	85	44.0%
2022-12-08t17:00:00+00:00	22	11.4%
2022-12-08t11:00:00+00:00	19	9.8%
2022-12-08t00:00:00+00:00	16	8.3%
2022-12-08t04:00:00+00:00	14	7.3%
2022-12-08t16:00:00+00:00	5	2.6%
2022-12-08t03:00:00+00:00	5	2.6%
2022-12-08t03:30:00+00:00	4	2.1%
2022-12-08t10:00:00+00:00	3	1.6%
2022-12-08t02:00:00+00:00	3	1.6%
Other values (14)	17	8.8%

Most occurring characters

Value	Count	Frequency (%)
0	1989	41.2%
2	866	17.9%
:	579	12.0%
-	386	8.0%
1	354	7.3%
8	194	4.0%
T	193	4.0%
+	193	4.0%
7	23	0.5%
3	19	0.4%
Other values (4)	29	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3474	72.0%
Other Punctuation	579	12.0%
Dash Punctuation	386	8.0%
Uppercase Letter	193	4.0%
Math Symbol	193	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1989	57.3%
2	866	24.9%
1	354	10.2%
8	194	5.6%
7	23	0.7%
3	19	0.5%
4	14	0.4%
5	7	0.2%
6	5	0.1%
9	3	0.1%

Other Punctuation

Value	Count	Frequency (%)
:	579	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	386	100.0%

Uppercase Letter

Value	Count	Frequency (%)
T	193	100.0%

Math Symbol

Value	Count	Frequency (%)
+	193	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4632	96.0%
Latin	193	4.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1989	42.9%
2	866	18.7%
:	579	12.5%
-	386	8.3%
1	354	7.6%
8	194	4.2%
+	193	4.2%
7	23	0.5%
3	19	0.4%
4	14	0.3%
Other values (3)	15	0.3%

Latin

Value	Count	Frequency (%)
T	193	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4825	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1989	41.2%
2	866	17.9%
:	579	12.0%
-	386	8.0%
1	354	7.3%
8	194	4.0%
T	193	4.0%
+	193	4.0%
7	23	0.5%
3	19	0.4%
Other values (4)	29	0.6%

runtime
Real number (ℝ)

MISSING

Distinct	56
Distinct (%)	30.4%
Missing	9
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	37.744565

Minimum	2
Maximum	251
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	2
5-th percentile	6
Q1	20.75
median	33
Q3	47
95-th percentile	60
Maximum	251
Range	249
Interquartile range (IQR)	26.25

Descriptive statistics

Standard deviation	30.064502
Coefficient of variation (CV)	0.79652533
Kurtosis	19.999252
Mean	37.744565
Median Absolute Deviation (MAD)	14
Skewness	3.5986571
Sum	6945
Variance	903.87429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	19	9.8%
60	10	5.2%
30	10	5.2%
25	9	4.7%
10	8	4.1%
45	7	3.6%
20	7	3.6%
43	6	3.1%
32	6	3.1%
2	6	3.1%
Other values (46)	96	49.7%
(Missing)	9	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	6	3.1%
4	2	1.0%
5	1	0.5%
6	3	1.6%
7	1	0.5%
8	1	0.5%
10	8	4.1%
12	3	1.6%
14	2	1.0%
15	3	1.6%

Value	Count	Frequency (%)
251	1	0.5%
200	1	0.5%
180	1	0.5%
125	1	0.5%
123	1	0.5%
101	1	0.5%
80	1	0.5%
63	2	1.0%
60	10	5.2%
59	1	0.5%

rating_average
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	193
Missing (%)	100.0%
Memory size	1.6 KiB

medium
Text

MISSING

Distinct	81
Distinct (%)	100.0%
Missing	112
Missing (%)	58.0%
Memory size	1.6 KiB

Length

Max length	73
Median length	73
Mean length	73
Min length	73

Characters and Unicode

Total characters	5913
Distinct characters	32
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	81 ?
Unique (%)	100.0%

Sample

1st row	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084532.jpg
2nd row	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084593.jpg
3rd row	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084592.jpg
4th row	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084746.jpg
5th row	https://static.tvmaze.com/uploads/images/medium_landscape/434/1087344.jpg

Value	Count	Frequency (%)
https://static.tvmaze.com/uploads/images/medium_landscape/435/1089726.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/439/1098147.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084593.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084592.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084746.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/434/1087344.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084602.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/434/1085611.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/434/1085612.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/434/1085613.jpg	1	1.2%
Other values (71)	71	87.7%

Most occurring characters

Value	Count	Frequency (%)
/	567	9.6%
a	486	8.2%
s	405	6.8%
m	405	6.8%
t	405	6.8%
p	324	5.5%
e	324	5.5%
i	243	4.1%
c	243	4.1%
.	243	4.1%
Other values (22)	2268	38.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4131	69.9%
Other Punctuation	891	15.1%
Decimal Number	810	13.7%
Connector Punctuation	81	1.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	486	11.8%
s	405	9.8%
m	405	9.8%
t	405	9.8%
p	324	7.8%
e	324	7.8%
i	243	5.9%
c	243	5.9%
d	243	5.9%
u	162	3.9%
Other values (8)	891	21.6%

Decimal Number

Value	Count	Frequency (%)
4	164	20.2%
1	132	16.3%
3	123	15.2%
0	86	10.6%
8	76	9.4%
5	64	7.9%
9	55	6.8%
6	46	5.7%
7	38	4.7%
2	26	3.2%

Other Punctuation

Value	Count	Frequency (%)
/	567	63.6%
.	243	27.3%
:	81	9.1%

Connector Punctuation

Value	Count	Frequency (%)
_	81	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4131	69.9%
Common	1782	30.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	486	11.8%
s	405	9.8%
m	405	9.8%
t	405	9.8%
p	324	7.8%
e	324	7.8%
i	243	5.9%
c	243	5.9%
d	243	5.9%
u	162	3.9%
Other values (8)	891	21.6%

Common

Value	Count	Frequency (%)
/	567	31.8%
.	243	13.6%
4	164	9.2%
1	132	7.4%
3	123	6.9%
0	86	4.8%
_	81	4.5%
:	81	4.5%
8	76	4.3%
5	64	3.6%
Other values (4)	165	9.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5913	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	567	9.6%
a	486	8.2%
s	405	6.8%
m	405	6.8%
t	405	6.8%
p	324	5.5%
e	324	5.5%
i	243	4.1%
c	243	4.1%
.	243	4.1%
Other values (22)	2268	38.4%

original
Text

MISSING

Distinct	81
Distinct (%)	100.0%
Missing	112
Missing (%)	58.0%
Memory size	1.6 KiB

Length

Max length	75
Median length	75
Mean length	75
Min length	75

Characters and Unicode

Total characters	6075
Distinct characters	33
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	81 ?
Unique (%)	100.0%

Sample

1st row	https://static.tvmaze.com/uploads/images/original_untouched/433/1084532.jpg
2nd row	https://static.tvmaze.com/uploads/images/original_untouched/433/1084593.jpg
3rd row	https://static.tvmaze.com/uploads/images/original_untouched/433/1084592.jpg
4th row	https://static.tvmaze.com/uploads/images/original_untouched/433/1084746.jpg
5th row	https://static.tvmaze.com/uploads/images/original_untouched/434/1087344.jpg

Value	Count	Frequency (%)
https://static.tvmaze.com/uploads/images/original_untouched/435/1089726.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/439/1098147.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084593.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084592.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084746.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/434/1087344.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084602.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/434/1085611.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/434/1085612.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/434/1085613.jpg	1	1.2%
Other values (71)	71	87.7%

Most occurring characters

Value	Count	Frequency (%)
/	567	9.3%
t	486	8.0%
a	405	6.7%
s	324	5.3%
o	324	5.3%
i	324	5.3%
m	243	4.0%
u	243	4.0%
e	243	4.0%
g	243	4.0%
Other values (23)	2673	44.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4293	70.7%
Other Punctuation	891	14.7%
Decimal Number	810	13.3%
Connector Punctuation	81	1.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	486	11.3%
a	405	9.4%
s	324	7.5%
o	324	7.5%
i	324	7.5%
m	243	5.7%
u	243	5.7%
e	243	5.7%
g	243	5.7%
c	243	5.7%
Other values (9)	1215	28.3%

Decimal Number

Value	Count	Frequency (%)
4	164	20.2%
1	132	16.3%
3	123	15.2%
0	86	10.6%
8	76	9.4%
5	64	7.9%
9	55	6.8%
6	46	5.7%
7	38	4.7%
2	26	3.2%

Other Punctuation

Value	Count	Frequency (%)
/	567	63.6%
.	243	27.3%
:	81	9.1%

Connector Punctuation

Value	Count	Frequency (%)
_	81	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4293	70.7%
Common	1782	29.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	486	11.3%
a	405	9.4%
s	324	7.5%
o	324	7.5%
i	324	7.5%
m	243	5.7%
u	243	5.7%
e	243	5.7%
g	243	5.7%
c	243	5.7%
Other values (9)	1215	28.3%

Common

Value	Count	Frequency (%)
/	567	31.8%
.	243	13.6%
4	164	9.2%
1	132	7.4%
3	123	6.9%
0	86	4.8%
_	81	4.5%
:	81	4.5%
8	76	4.3%
5	64	3.6%
Other values (4)	165	9.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6075	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	567	9.3%
t	486	8.0%
a	405	6.7%
s	324	5.3%
o	324	5.3%
i	324	5.3%
m	243	4.0%
u	243	4.0%
e	243	4.0%
g	243	4.0%
Other values (23)	2673	44.0%

_links_self
Text

UNIQUE

Distinct	193
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Length

Max length	39
Median length	39
Mean length	39
Min length	39

Characters and Unicode

Total characters	7527
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	193 ?
Unique (%)	100.0%

Sample

1st row	https://api.tvmaze.com/episodes/2401586
2nd row	https://api.tvmaze.com/episodes/2450909
3rd row	https://api.tvmaze.com/episodes/2450910
4th row	https://api.tvmaze.com/episodes/2438118
5th row	https://api.tvmaze.com/episodes/2438119

Value	Count	Frequency (%)
https://api.tvmaze.com/episodes/2401586	1	0.5%
https://api.tvmaze.com/episodes/2450909	1	0.5%
https://api.tvmaze.com/episodes/2445343	1	0.5%
https://api.tvmaze.com/episodes/2450910	1	0.5%
https://api.tvmaze.com/episodes/2438118	1	0.5%
https://api.tvmaze.com/episodes/2438119	1	0.5%
https://api.tvmaze.com/episodes/2417696	1	0.5%
https://api.tvmaze.com/episodes/2401160	1	0.5%
https://api.tvmaze.com/episodes/2424820	1	0.5%
https://api.tvmaze.com/episodes/2417609	1	0.5%
Other values (183)	183	94.8%

Most occurring characters

Value	Count	Frequency (%)
/	772	10.3%
p	579	7.7%
s	579	7.7%
e	579	7.7%
t	579	7.7%
o	386	5.1%
a	386	5.1%
i	386	5.1%
.	386	5.1%
m	386	5.1%
Other values (16)	2509	33.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4825	64.1%
Other Punctuation	1351	17.9%
Decimal Number	1351	17.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
p	579	12.0%
s	579	12.0%
e	579	12.0%
t	579	12.0%
o	386	8.0%
a	386	8.0%
i	386	8.0%
m	386	8.0%
h	193	4.0%
d	193	4.0%
Other values (3)	579	12.0%

Decimal Number

Value	Count	Frequency (%)
4	287	21.2%
2	260	19.2%
3	140	10.4%
5	135	10.0%
1	121	9.0%
9	106	7.8%
6	100	7.4%
0	77	5.7%
8	66	4.9%
7	59	4.4%

Other Punctuation

Value	Count	Frequency (%)
/	772	57.1%
.	386	28.6%
:	193	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4825	64.1%
Common	2702	35.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	772	28.6%
.	386	14.3%
4	287	10.6%
2	260	9.6%
:	193	7.1%
3	140	5.2%
5	135	5.0%
1	121	4.5%
9	106	3.9%
6	100	3.7%
Other values (3)	202	7.5%

Latin

Value	Count	Frequency (%)
p	579	12.0%
s	579	12.0%
e	579	12.0%
t	579	12.0%
o	386	8.0%
a	386	8.0%
i	386	8.0%
m	386	8.0%
h	193	4.0%
d	193	4.0%
Other values (3)	579	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7527	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	772	10.3%
p	579	7.7%
s	579	7.7%
e	579	7.7%
t	579	7.7%
o	386	5.1%
a	386	5.1%
i	386	5.1%
.	386	5.1%
m	386	5.1%
Other values (16)	2509	33.3%

_links_show
Text

Distinct	117
Distinct (%)	60.6%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Length

Max length	34
Median length	34
Mean length	33.943005
Min length	31

Characters and Unicode

Total characters	6551
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	88 ?
Unique (%)	45.6%

Sample

1st row	https://api.tvmaze.com/shows/7847
2nd row	https://api.tvmaze.com/shows/55724
3rd row	https://api.tvmaze.com/shows/55724
4th row	https://api.tvmaze.com/shows/59201
5th row	https://api.tvmaze.com/shows/59201

Value	Count	Frequency (%)
https://api.tvmaze.com/shows/66315	16	8.3%
https://api.tvmaze.com/shows/69922	10	5.2%
https://api.tvmaze.com/shows/64539	8	4.1%
https://api.tvmaze.com/shows/65300	6	3.1%
https://api.tvmaze.com/shows/67883	5	2.6%
https://api.tvmaze.com/shows/65712	5	2.6%
https://api.tvmaze.com/shows/66103	4	2.1%
https://api.tvmaze.com/shows/5493	4	2.1%
https://api.tvmaze.com/shows/65854	4	2.1%
https://api.tvmaze.com/shows/65504	3	1.6%
Other values (107)	128	66.3%

Most occurring characters

Value	Count	Frequency (%)
/	772	11.8%
s	579	8.8%
t	579	8.8%
h	386	5.9%
p	386	5.9%
a	386	5.9%
.	386	5.9%
o	386	5.9%
m	386	5.9%
6	208	3.2%
Other values (16)	2097	32.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4246	64.8%
Other Punctuation	1351	20.6%
Decimal Number	954	14.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	579	13.6%
t	579	13.6%
h	386	9.1%
p	386	9.1%
a	386	9.1%
o	386	9.1%
m	386	9.1%
e	193	4.5%
w	193	4.5%
c	193	4.5%
Other values (3)	579	13.6%

Decimal Number

Value	Count	Frequency (%)
6	208	21.8%
5	138	14.5%
3	99	10.4%
4	98	10.3%
2	93	9.7%
1	81	8.5%
9	70	7.3%
0	60	6.3%
8	60	6.3%
7	47	4.9%

Other Punctuation

Value	Count	Frequency (%)
/	772	57.1%
.	386	28.6%
:	193	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4246	64.8%
Common	2305	35.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	772	33.5%
.	386	16.7%
6	208	9.0%
:	193	8.4%
5	138	6.0%
3	99	4.3%
4	98	4.3%
2	93	4.0%
1	81	3.5%
9	70	3.0%
Other values (3)	167	7.2%

Latin

Value	Count	Frequency (%)
s	579	13.6%
t	579	13.6%
h	386	9.1%
p	386	9.1%
a	386	9.1%
o	386	9.1%
m	386	9.1%
e	193	4.5%
w	193	4.5%
c	193	4.5%
Other values (3)	579	13.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6551	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	772	11.8%
s	579	8.8%
t	579	8.8%
h	386	5.9%
p	386	5.9%
a	386	5.9%
.	386	5.9%
o	386	5.9%
m	386	5.9%
6	208	3.2%
Other values (16)	2097	32.0%

summary
Text

MISSING

Distinct	85
Distinct (%)	100.0%
Missing	108
Missing (%)	56.0%
Memory size	1.6 KiB

Length

Max length	622
Median length	219
Mean length	220.55294
Min length	35

Characters and Unicode

Total characters	18747
Distinct characters	84
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	85 ?
Unique (%)	100.0%

Sample

1st row	<p>Seon Heo and Mu Yeong drink together after work. Drinking through the night, Seon Heo suddenly asks to draw Mu Yeong naked?</p>
2nd row	<p>No time before Christmas without a Christmas workshop! It turns out to be both cozy and stressful.</p>
3rd row	<p>When Detective Martin arrives at a crime scene where a shooting has taken place, he gets the shock of his life. One of the victims of the shooting is an acquaintance of his. A criminal of the old order, but also a father figure to Martin. Shortly after the murder, someone contacts him. There must be room for a new criminal generation with different rules: if you don't cooperate, you get a bullet.</p>
4th row	<p>The police find a murdered detective. A special team from outside is assigned to the case. When Rob and Rachid patrol together for the first time, they drive straight into every police officer's nightmare. Tarik discovers that the murdered detective was corrupt. That puts everything and everyone on edge. Willem tries to convince Martin to join Dwight's organization.</p>
5th row	<p>Martin lies to those closest to him out of self-defense. But not every lie goes unnoticed. Under pressure from Dwight, Willem continues to push Martin: what is the name of the key witness? When Martin discovers that name, he finds out that passing on the name will cost him dearly. He loses control and anxiously tries to regain control.</p>

Value	Count	Frequency (%)
the	162	5.2%
to	108	3.5%
and	90	2.9%
a	90	2.9%
of	65	2.1%
with	43	1.4%
in	41	1.3%
is	38	1.2%
his	38	1.2%
on	32	1.0%
Other values (1390)	2381	77.1%

Most occurring characters

Value	Count	Frequency (%)
	2998	16.0%
e	1754	9.4%
t	1224	6.5%
a	1183	6.3%
i	1075	5.7%
o	1035	5.5%
n	1026	5.5%
s	1019	5.4%
r	937	5.0%
h	746	4.0%
Other values (74)	5750	30.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14153	75.5%
Space Separator	3003	16.0%
Uppercase Letter	627	3.3%
Other Punctuation	531	2.8%
Math Symbol	352	1.9%
Dash Punctuation	41	0.2%
Decimal Number	40	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1754	12.4%
t	1224	8.6%
a	1183	8.4%
i	1075	7.6%
o	1035	7.3%
n	1026	7.2%
s	1019	7.2%
r	937	6.6%
h	746	5.3%
l	544	3.8%
Other values (21)	3610	25.5%

Uppercase Letter

Value	Count	Frequency (%)
T	68	10.8%
M	65	10.4%
S	52	8.3%
A	49	7.8%
H	41	6.5%
B	36	5.7%
D	34	5.4%
J	32	5.1%
W	28	4.5%
C	28	4.5%
Other values (16)	194	30.9%

Other Punctuation

Value	Count	Frequency (%)
.	195	36.7%
,	139	26.2%
/	90	16.9%
'	65	12.2%
"	16	3.0%
?	8	1.5%
;	7	1.3%
:	5	0.9%
!	4	0.8%
…	2	0.4%

Decimal Number

Value	Count	Frequency (%)
2	12	30.0%
1	6	15.0%
0	6	15.0%
9	4	10.0%
3	4	10.0%
6	2	5.0%
8	2	5.0%
5	2	5.0%
4	1	2.5%
7	1	2.5%

Dash Punctuation

Value	Count	Frequency (%)
-	37	90.2%
–	2	4.9%
—	2	4.9%

Space Separator

Value	Count	Frequency (%)
	2998	99.8%
	5	0.2%

Math Symbol

Value	Count	Frequency (%)
<	176	50.0%
>	176	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	14780	78.8%
Common	3967	21.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1754	11.9%
t	1224	8.3%
a	1183	8.0%
i	1075	7.3%
o	1035	7.0%
n	1026	6.9%
s	1019	6.9%
r	937	6.3%
h	746	5.0%
l	544	3.7%
Other values (47)	4237	28.7%

Common

Value	Count	Frequency (%)
	2998	75.6%
.	195	4.9%
<	176	4.4%
>	176	4.4%
,	139	3.5%
/	90	2.3%
'	65	1.6%
-	37	0.9%
"	16	0.4%
2	12	0.3%
Other values (17)	63	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18697	99.7%
None	44	0.2%
Punctuation	6	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2998	16.0%
e	1754	9.4%
t	1224	6.5%
a	1183	6.3%
i	1075	5.7%
o	1035	5.5%
n	1026	5.5%
s	1019	5.5%
r	937	5.0%
h	746	4.0%
Other values (64)	5700	30.5%

None

Value	Count	Frequency (%)
ç	10	22.7%
è	9	20.5%
é	9	20.5%
ï	6	13.6%
	5	11.4%
É	4	9.1%
ü	1	2.3%

Punctuation

Value	Count	Frequency (%)
–	2	33.3%
—	2	33.3%
…	2	33.3%

Auto

Heatmap
Table

	id	id_embedded	season	number	runtime	type	airtime	airstamp
id	1.000	0.632	-0.150	0.123	-0.239	0.000	0.313	0.343
id_embedded	0.632	1.000	-0.665	-0.209	-0.160	0.000	0.381	0.375
season	-0.150	-0.665	1.000	0.325	0.047	0.000	0.000	0.000
number	0.123	-0.209	0.325	1.000	-0.298	1.000	0.510	0.505
runtime	-0.239	-0.160	0.047	-0.298	1.000	0.000	0.000	0.248
type	0.000	0.000	0.000	1.000	0.000	1.000	0.000	0.376
airtime	0.313	0.381	0.000	0.510	0.000	0.000	1.000	0.877
airstamp	0.343	0.375	0.000	0.505	0.248	0.376	0.877	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	id	id_embedded	url	name	season	number	type	airdate	airtime	airstamp	runtime	rating_average	medium	original	_links_self	_links_show	summary
0	2401586	7847	https://www.tvmaze.com/episodes/2401586/po-sezonu-videodajdzest-seasonvar-8x49-vypusk-407	Выпуск 407	8	49.0	regular	2022-12-08		2022-12-08T00:00:00+00:00	8.0	None	None	None	https://api.tvmaze.com/episodes/2401586	https://api.tvmaze.com/shows/7847	None
1	2450909	55724	https://www.tvmaze.com/episodes/2450909/hocu-vse-znat-2x89-seria-89	Серия 89	2	89.0	regular	2022-12-08		2022-12-08T00:00:00+00:00	12.0	None	None	None	https://api.tvmaze.com/episodes/2450909	https://api.tvmaze.com/shows/55724	None
2	2450910	55724	https://www.tvmaze.com/episodes/2450910/hocu-vse-znat-2x90-seria-90	Серия 90	2	90.0	regular	2022-12-08		2022-12-08T00:00:00+00:00	12.0	None	None	None	https://api.tvmaze.com/episodes/2450910	https://api.tvmaze.com/shows/55724	None
3	2438118	59201	https://www.tvmaze.com/episodes/2438118/restoran-po-ponatiam-2x09-seria-19	Серия 19	2	9.0	regular	2022-12-08		2022-12-08T00:00:00+00:00	30.0	None	None	None	https://api.tvmaze.com/episodes/2438118	https://api.tvmaze.com/shows/59201	None
4	2438119	59201	https://www.tvmaze.com/episodes/2438119/restoran-po-ponatiam-2x10-seria-20	Серия 20	2	10.0	regular	2022-12-08		2022-12-08T00:00:00+00:00	30.0	None	None	None	https://api.tvmaze.com/episodes/2438119	https://api.tvmaze.com/shows/59201	None
5	2417696	60687	https://www.tvmaze.com/episodes/2417696/alisa-ne-mozet-zdat-s01-special-film-o-filme	Фильм о фильме	1	NaN	insignificant_special	2022-12-08	12:00	2022-12-08T00:00:00+00:00	30.0	None	None	None	https://api.tvmaze.com/episodes/2417696	https://api.tvmaze.com/shows/60687	None
6	2401160	64208	https://www.tvmaze.com/episodes/2401160/konec-sveta-1x08-bal-satany	Бал сатаны	1	8.0	regular	2022-12-08		2022-12-08T00:00:00+00:00	47.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084532.jpg	https://static.tvmaze.com/uploads/images/original_untouched/433/1084532.jpg	https://api.tvmaze.com/episodes/2401160	https://api.tvmaze.com/shows/64208	None
7	2424820	64267	https://www.tvmaze.com/episodes/2424820/s-nula-1x05-seria-05	Серия 05	1	5.0	regular	2022-12-08		2022-12-08T00:00:00+00:00	45.0	None	None	None	https://api.tvmaze.com/episodes/2424820	https://api.tvmaze.com/shows/64267	None
8	2417609	64512	https://www.tvmaze.com/episodes/2417609/kungur-1x09-9-seria	9 серия	1	9.0	regular	2022-12-08		2022-12-08T00:00:00+00:00	50.0	None	None	None	https://api.tvmaze.com/episodes/2417609	https://api.tvmaze.com/shows/64512	None
9	2440093	65481	https://www.tvmaze.com/episodes/2440093/a-slezu-za-toboj-1x04-seria-4	Серия 4	1	4.0	regular	2022-12-08		2022-12-08T00:00:00+00:00	NaN	None	None	None	https://api.tvmaze.com/episodes/2440093	https://api.tvmaze.com/shows/65481	None

	id	id_embedded	url	name	season	number	type	airdate	airtime	airstamp	runtime	rating_average	medium	original	_links_self	_links_show	summary
183	2466451	66309	https://www.tvmaze.com/episodes/2466451/la-rebelion-1x05-crisis	Crisis	1	5.0	regular	2022-12-08		2022-12-08T17:00:00+00:00	35.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/441/1102949.jpg	https://static.tvmaze.com/uploads/images/original_untouched/441/1102949.jpg	https://api.tvmaze.com/episodes/2466451	https://api.tvmaze.com/shows/66309	<p>The arrival of Diego and Regina at the farm at the same time as the disappearance of Ivonne's ex-husband puts everyone in crisis.</p>
184	2493867	67082	https://www.tvmaze.com/episodes/2493867/inside-monster-jam-1x15-john-saponaro-and-matt-isbill	John Saponaro and Matt Isbill	1	15.0	regular	2022-12-08		2022-12-08T17:00:00+00:00	41.0	None	None	None	https://api.tvmaze.com/episodes/2493867	https://api.tvmaze.com/shows/67082	<p>On this season finale of "Inside Monster Jam," John Saponaro and Matt Isbill join Scott Jordan to discuss life on the road and preview the 2023 Arena and Stadium Championship Series.</p>
185	2459843	62205	https://www.tvmaze.com/episodes/2459843/bachelorette-sverige-3x16-avsnitt-16	Avsnitt 16	3	16.0	regular	2022-12-08	19:00	2022-12-08T18:00:00+00:00	60.0	None	None	None	https://api.tvmaze.com/episodes/2459843	https://api.tvmaze.com/shows/62205	None
186	2430344	17046	https://www.tvmaze.com/episodes/2430344/notruf-hafenkante-17x12-frohe-weihnachten	Frohe Weihnachten	17	12.0	regular	2022-12-08	19:25	2022-12-08T18:25:00+00:00	45.0	None	None	None	https://api.tvmaze.com/episodes/2430344	https://api.tvmaze.com/shows/17046	None
187	2419353	58216	https://www.tvmaze.com/episodes/2419353/husdrommar-sicilien-3x07-han-far-fria-hander	Han får fria händer!	3	7.0	regular	2022-12-08	21:00	2022-12-08T20:00:00+00:00	30.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/435/1088584.jpg	https://static.tvmaze.com/uploads/images/original_untouched/435/1088584.jpg	https://api.tvmaze.com/episodes/2419353	https://api.tvmaze.com/shows/58216	None
188	2310624	43081	https://www.tvmaze.com/episodes/2310624/i-am-3x01-i-am-ruth	I Am Ruth	3	1.0	regular	2022-12-08	21:00	2022-12-08T21:00:00+00:00	125.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084486.jpg	https://static.tvmaze.com/uploads/images/original_untouched/433/1084486.jpg	https://api.tvmaze.com/episodes/2310624	https://api.tvmaze.com/shows/43081	<p>Ruth, a loving and concerned mother, witnesses her teenage daughter Freya retreating into herself as she becomes more and more consumed by the pressures of social media.</p>
189	2435227	58174	https://www.tvmaze.com/episodes/2435227/the-traitors-1x06-episode-6	Episode 6	1	6.0	regular	2022-12-08	21:00	2022-12-08T21:00:00+00:00	57.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084164.jpg	https://static.tvmaze.com/uploads/images/original_untouched/433/1084164.jpg	https://api.tvmaze.com/episodes/2435227	https://api.tvmaze.com/shows/58174	<p>With the stakes getting higher and the faithful feeling like they are on the back foot, can they change the course of the reality game and put the traitors under fire? With life-changing money still at stake, the players must also remain focused on building the prize pot in a mission that sees them sink to new depths of despair. But that's the least of their worries, with an explosive round table on the horizon.</p>
190	2501912	6220	https://www.tvmaze.com/episodes/2501912/infoman-23x12-episode-12	Episode 12	23	12.0	regular	2022-12-08	19:30	2022-12-08T23:30:00+00:00	30.0	None	None	None	https://api.tvmaze.com/episodes/2501912	https://api.tvmaze.com/shows/6220	None
191	2439196	39145	https://www.tvmaze.com/episodes/2439196/de-ferias-com-o-ex-brasil-9x08-episodio-8	Episódio 8	9	8.0	regular	2022-12-08	22:00	2022-12-09T00:00:00+00:00	60.0	None	None	None	https://api.tvmaze.com/episodes/2439196	https://api.tvmaze.com/shows/39145	None
192	2444360	39145	https://www.tvmaze.com/episodes/2444360/de-ferias-com-o-ex-brasil-s09-special-no-estudio-com-o-ex-caribe-s02e08	No Estúdio com o Ex Caribe S02E08	9	NaN	insignificant_special	2022-12-08	22:00	2022-12-09T00:00:00+00:00	60.0	None	None	None	https://api.tvmaze.com/episodes/2444360	https://api.tvmaze.com/shows/39145	None

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